Matthew J. Filipovich

Publication Activity (10 Years)

Years Active: 2021-2022
Publications (10 Years): 3

Top Topics

Scripting Language

Multilayer Perceptron

Backpropagation Algorithm

Top Venues

Comput. Phys. Commun.

Publications

Matthew J. Filipovich, Alessandro Cappelli, Daniel Hesslow, Julien Launay
Scaling Laws Beyond Backpropagation. CoRR (2022)
Matthew J. Filipovich, Stephen Hughes
PyCharge: An open-source Python package for self-consistent electrodynamics simulations of Lorentz oscillators and moving point charges. Comput. Phys. Commun. 274 (2022)
Matthew J. Filipovich, Zhimu Guo, Mohammed Al-Qadasi, Bicky A. Marquez, Hugh D. Morison, Volker J. Sorger, Paul R. Prucnal, Sudip Shekhar, Bhavin J. Shastri
Monolithic Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment. CoRR (2021)